How real projects configure their agents

24,692 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
AgibotTech/genie_sim Simulation Platform from AgiBot 1,482 Codex, OpenCode 1 1,729 tok
chrysb/alphaclaw The ultimate setup harness for OpenClaw. Deploy in minutes. Stay running for months. No CL 1,479 Claude Code, Codex, OpenCode 5 3,874 tok
twostraws/SwiftAgents An AGENTS.md file for Swift and SwiftUI projects. 1,478 Codex, OpenCode 1 1,581 tok
vellum-ai/vellum-assistant vellum.ai An AI Assistant that’s easy to setup, does your work 24/7, knows your preferences and gets 1,477 Claude Code, Codex, Cursor, OpenCode 17 9,874 tok
win4r/ClawTeam-OpenClaw youtu.be ClawTeam fork fully adapted for OpenClaw — multi-agent swarm coordination with OpenClaw as 1,471 Claude Code, Codex 3 3,463 tok
kunchenguid/backpass You don't write AGENTS.md. You train it with gradient descent. 1,471 Claude Code, Codex, OpenCode 2 1,936 tok
inkline/inkline inkline.io Inkline is the intuitive UI Components library that gives you a developer-friendly foundat 1,469 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 27 1,855 tok
agent-network-protocol/AgentNetworkProtocol agent-network-protocol.com AgentNetworkProtocol(ANP) is an open source protocol for agent communication. Our vision i 1,468 Codex, Gemini CLI, OpenCode 2 1,213 tok
jellydn/zed-101-setup itman.fyi Your ultimate guide to setting up Zed with Vim mode, tailored settings, and key bindings f 1,464 Codex, OpenCode 1 584 tok
hotovo/aider-desk aiderdesk.hotovo.com Platform for AI-powered software engineers 1,464 Codex, OpenCode 1 1,725 tok
chunkhound/chunkhound chunkhound.ai Your entire engineering context, deeply understood 1,459 Claude Code, Codex, OpenCode 5 1,066 tok
nkzw-tech/codiff codiff.dev a fast local diff viewer 1,457 Codex, OpenCode 1 513 tok
bramses/chatgpt-md A (nearly) seamless integration of ChatGPT into Obsidian. 1,456 Claude Code, Codex, OpenCode 2 2,190 tok
wgzhao/Addax addax.wgzhao.com Actively maintained successor to Alibaba DataX — a fast, versatile, open-source ETL tool f 1,451 Claude Code, Codex, OpenCode 3 2,253 tok
remorses/kimaki kimaki.dev all opencode features deeply integrated inside Discord. each project is a channel. each se 1,446 Codex, OpenCode 1 9,729 tok
Comfy-Org/workflow_templates pypi.org ComfyUI template workflows 1,445 Claude Code, Codex, OpenCode 2 7,326 tok
milanglacier/minuet-ai.nvim 💃 Dance with Intelligence in Your Code. Minuet offers code completion as-you-type from po 1,443 Claude Code, Codex, OpenCode 2 372 tok
GreenSheep01201/claw-empire Command Your AI Agent Empire from the CEO Desk — A local-first AI agent office simulator t 1,441 Codex, OpenCode 1 4,618 tok
mnemox-ai/tradememory-protocol mnemox.ai Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, t 1,440 Claude Code, Codex, OpenCode 3 811 tok
mbailey/voicemode voicemode.dev Natural voice conversations with Claude Code 1,439 Claude Code, Codex, OpenCode 12 2,496 tok
riba2534/feishu-cli feishu-cli is a full-featured command-line tool for the Feishu Open Platform. It wraps ope 1,438 Claude Code, Codex, OpenCode 2 14,958 tok
zhaoolee/garss Use GitHub Actions to collect RSS feeds and create an ad-free, high-quality front-page new 1,437 Codex, OpenCode 1 412 tok
nrslib/takt TAKT Agent Koordination Topology - Define how AI agents coordinate, where humans intervene 1,435 Claude Code, Codex, OpenCode 2 4,804 tok
winedarksea/AutoTS Automated Time Series Forecasting 1,434 Codex, OpenCode 1 846 tok
puppyone-ai/puppyone The (local & cloud) folder built for your agents. 1,429 Codex, OpenCode 1 1,141 tok
JuneYaooo/gpt-image2-ppt-skills slidecraft-template-gallery.vercel.app Clone any .pptx into your own deck — OpenAI gpt-image-2 mimics the layout, you supply the 1,428 Codex, OpenCode 1 1,171 tok
agentplugins/agent-plugins-spec agent-plugins.org Agent Plugins Specification v1.0.0 — A minimal standard for packaging agent extensions int 1,428 Codex, OpenCode 1 868 tok
K-Dense-AI/k-dense-byok arxiv.org An AI co-scientist running on your desktop. Claude Science but better. 1,427 Codex, OpenCode 1 19,736 tok
yohey-w/multi-agent-shogun Samurai-inspired multi-agent system for Claude Code. Orchestrate parallel AI tasks via tmu 1,422 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 17 15,149 tok
paradigmxyz/centaur centaur.run Centaur is frontier, agentic infrastructure that you own. Centaur is like Claude Tag, but 1,422 Claude Code, Codex, OpenCode 14 1,919 tok
fmind/mlops-python-package fmind.github.io Production-shaped MLOps Python package and reference implementation of the MLOps Coding Co 1,421 Codex, OpenCode 1 1,423 tok
hesamsheikh/octogent A thin orchestration dashboard over Claude Code for managing context, automation, and deve 1,421 Claude Code, Codex, OpenCode 2 986 tok
alibaba/skill-up alibaba.github.io An evaluation and evolution tool for Agent Skills. 1,420 Claude Code, Codex, OpenCode 2 2,493 tok
GanyuanRan/Aegis autoloom.codes Make AI coding agents architecture-aware: baseline-first, evidence-verified, drift-checked 1,419 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,954 tok
agent0ai/space-agent The agent that re-shapes the Space 1,417 Codex, OpenCode 1 1,048 tok
valkor-ai/loom Loop engineering for agentic software delivery. 1,415 Codex, OpenCode 1 736 tok
nrwl/nx-console nx.dev Nx Console is the user interface for Nx & Lerna. 1,415 Claude Code, Codex, Cursor, OpenCode 12 1,370 tok
awaescher/OllamaSharp nuget.org The easiest way to use Ollama in .NET 1,411 Codex, OpenCode 1 3,427 tok
thetahealth/mirobody mirobody.ai Mirror your body in data. One standard, every source, one complete picture of you: a self- 1,408 Codex, OpenCode 1 2,136 tok
tintinweb/pi-subagents npmjs.com Claude Code like Sub-Agents & Workflow Orchestration for Pi — parallel execution, live wid 1,407 Codex, OpenCode 1 2,969 tok
wuji-labs/nopua A skill that unlocks your AI's potential through love. We commanded. We threatened. They w 1,404 Codex, OpenCode 1 546 tok
ChiChou/grapefruit codecolor.ist Open-source mobile security testing suite for iOS and Android. Previously Passionfruit 1,404 Claude Code, Codex, OpenCode 2 440 tok
justrach/codedb codegraff.com Zig code intelligence server and MCP toolset for AI agents. Fast tree, outline, symbol, se 1,401 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,709 tok
nateherkai/hyperframes-student-kit Edit videos, reels, and YouTube Shorts with Codex or Claude Code. 14 skills, transcript-dr 1,399 Claude Code, Codex, OpenCode 2 2,582 tok
coollabsio/jean jean.build A dev environment for AI agents. 1,397 Claude Code, Codex, Gemini CLI, OpenCode 9 7,743 tok
m0n0x41d/haft haft.tools Engineering decisions engine that know when they're stale. Frame, compare, decide — with e 1,395 Claude Code, Codex, OpenCode 2 10,802 tok
urob/zmk-config Personal ZMK firmware configuration for various boards (34-keys, Glove80, Planck) 1,394 Codex, OpenCode 1 1,867 tok
cosmtrek/mindwalk A visualization tool that replays coding-agent sessions on a 3D map of your codebase. 1,392 Claude Code, Codex, OpenCode 3 881 tok
vczh-libraries/Release Release folder of all projects, mainly for GacUI: Native C++ UI library, cross-platform, M 1,390 Codex, GitHub Copilot, OpenCode 8 3,915 tok
Team-Commonly/commonly commonly.me One pod for your team and the agents each of you runs: your own Claude Code, or a hosted a 1,389 Claude Code, Codex, OpenCode 2 8,057 tok